Exploring the perceptions of coloured Christian lesbian Women of the influence of Christianity on their identity development
- Authors: Grootboom, Kim Jodie
- Date: 2024-04
- Subjects: Lesbians -- Counseling of. , Homosexuality -- Religious aspect , Gays -- Social conditions
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63857 , vital:73620
- Description: South Africa is a nation of which the greater number of its citizens are followers of the Christian faith. Coloured people form part of this population, as the majority of Coloured people in South Africa consider themselves to be Christians. In the Christian faith, homosexuality is considered to be a sin and is frowned upon which may result in difficulty navigating identity development of members of the LGBTQIA+ community. This conflict may, in turn, greatly affect the identity development and overall wellness of these individuals who may want to hold onto a religious identify, but are in conflict, as their sexuality falls outside of what is considered acceptable. This research study sought to explore the perceptions of South African Coloured lesbian women, who follow Christianity, regarding the influence of religion on their identity development. This exploration was considered necessary as it contributes to a gap in the literature on the influence that religion has on identity development for a queer person. The research study was qualitative in nature and research participants were recruited by way of the purposive sampling strategy and 12 participants were interviewed. Semi-structured virtual interviews were conducted as the data collection tool to the research study. Ethical clearance to conduct this study, informed consent, voluntary participation, the right to withdraw participation from the research study, anonymity and confidentiality, and no harm of the participants are the ethical points that this study adhered to. The research study used thematic analysis to identify patterns in the data and Braun and Clarke’s data analysis technique was employed. The trustworthiness of this study, was guided by Lincoln and Guba’s four constructs; credibility, dependability, transferability and confirmability. The themes identified in this study were as follows: 1) The imposition on identity (subthemes of guilt and confusion; feelings of being lost and isolated); 2) The significance of race in prejudice against lesbian women; 3) Spiritual transition. The main finding of the aforementioned themes included an underlying understanding amongst they have at some point experienced uneasiness to “coming out” for fear of judgement as Christian lesbians. Although some participants were able to navigate through their identity development, they have experienced confusion and conflict in accepting all the different facets of their identity, simultaneously, due to judgement of other Christians who have imposed a “choose one or the other” mindset upon them. In addition, added minority stress within race factors were identified as a pinning point amongst participants, who felt that their experiences within their sexuality and religious interactions would be different, if they were other races. This highlights the triple minority stress that is faced by marginalised communities in South Africa. Finally, the participants expressed a transition away from religious communities, to a more spiritual relationship with their God, signifying a shift in religious interaction. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Grootboom, Kim Jodie
- Date: 2024-04
- Subjects: Lesbians -- Counseling of. , Homosexuality -- Religious aspect , Gays -- Social conditions
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63857 , vital:73620
- Description: South Africa is a nation of which the greater number of its citizens are followers of the Christian faith. Coloured people form part of this population, as the majority of Coloured people in South Africa consider themselves to be Christians. In the Christian faith, homosexuality is considered to be a sin and is frowned upon which may result in difficulty navigating identity development of members of the LGBTQIA+ community. This conflict may, in turn, greatly affect the identity development and overall wellness of these individuals who may want to hold onto a religious identify, but are in conflict, as their sexuality falls outside of what is considered acceptable. This research study sought to explore the perceptions of South African Coloured lesbian women, who follow Christianity, regarding the influence of religion on their identity development. This exploration was considered necessary as it contributes to a gap in the literature on the influence that religion has on identity development for a queer person. The research study was qualitative in nature and research participants were recruited by way of the purposive sampling strategy and 12 participants were interviewed. Semi-structured virtual interviews were conducted as the data collection tool to the research study. Ethical clearance to conduct this study, informed consent, voluntary participation, the right to withdraw participation from the research study, anonymity and confidentiality, and no harm of the participants are the ethical points that this study adhered to. The research study used thematic analysis to identify patterns in the data and Braun and Clarke’s data analysis technique was employed. The trustworthiness of this study, was guided by Lincoln and Guba’s four constructs; credibility, dependability, transferability and confirmability. The themes identified in this study were as follows: 1) The imposition on identity (subthemes of guilt and confusion; feelings of being lost and isolated); 2) The significance of race in prejudice against lesbian women; 3) Spiritual transition. The main finding of the aforementioned themes included an underlying understanding amongst they have at some point experienced uneasiness to “coming out” for fear of judgement as Christian lesbians. Although some participants were able to navigate through their identity development, they have experienced confusion and conflict in accepting all the different facets of their identity, simultaneously, due to judgement of other Christians who have imposed a “choose one or the other” mindset upon them. In addition, added minority stress within race factors were identified as a pinning point amongst participants, who felt that their experiences within their sexuality and religious interactions would be different, if they were other races. This highlights the triple minority stress that is faced by marginalised communities in South Africa. Finally, the participants expressed a transition away from religious communities, to a more spiritual relationship with their God, signifying a shift in religious interaction. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
Role of community pharmacies in the management of diabetic foot ulcers in South Africa
- Authors: Greyling, Cosette
- Date: 2024-04
- Subjects: Foot -- Ulcers -- Treatment , Wounds and injuries -- Treatment , Diabetes -- Complications
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63846 , vital:73619
- Description: Appropriate wound care and management are essential to prevent complications in patients with diabetic foot ulcers (DFUs). It is important to evaluate if patients are getting the necessary therapeutic treatment and counselling at community pharmacies. The primary aim was to determine the role of community pharmacies in South Africa in the management of DFUs. This study used a mixed-method research design combining both quantitative and qualitative research methodologies. In 2023 a questionnaire was distributed to a sample of 823 community pharmacists in South Africa with questions regarding DFUs. Data from the questionnaire were analysed and used in the next phase of the study, which was focus group discussions (FGDs). The FGDs were conducted with a group of pharmacy stakeholders. The response rate for the questionnaire was 18.95% (n=156). Only 105 respondents completed the questionnaire. Majority of the respondents (n=45) were located in Gauteng province, practising in corporate pharmacies (n=88) in urban areas (n=104). Majority of respondents (n=73) indicated that they did not have a clinic inside their pharmacies and 46 respondents indicated that they had a nurse employed in the pharmacy. Most frequently seen chronic wounds in community pharmacies were diabetic wounds and surgical wounds. Majority (n=71) of respondents indicated that they have not attended additional training on DFUs. Respondents indicated that they most often used the internet and other healthcare providers as information resources regarding DFUs. The results also indicated that community pharmacists would like to have more training regarding advanced wound care and that pharmacists do have a role to play when managing DFUs. During two FGDs, two main themes emerged namely “Community pharmacists encounter various challenges when treating patients with DFUs” and “There is a gap in training for community pharmacists in treating DFUs”. The focus group discussion (FGD) results complemented the questionnaire survey results. Since there is limited research published in South Africa on the role of community pharmacies managing DFUs, this study indicated that there is a need for additional training on DFUs for pharmacists working in community pharmacies in South Africa. , Thesis (M.Pharm) -- Faculty of Health Science, School of Clinical Care & Medicinal Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Greyling, Cosette
- Date: 2024-04
- Subjects: Foot -- Ulcers -- Treatment , Wounds and injuries -- Treatment , Diabetes -- Complications
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63846 , vital:73619
- Description: Appropriate wound care and management are essential to prevent complications in patients with diabetic foot ulcers (DFUs). It is important to evaluate if patients are getting the necessary therapeutic treatment and counselling at community pharmacies. The primary aim was to determine the role of community pharmacies in South Africa in the management of DFUs. This study used a mixed-method research design combining both quantitative and qualitative research methodologies. In 2023 a questionnaire was distributed to a sample of 823 community pharmacists in South Africa with questions regarding DFUs. Data from the questionnaire were analysed and used in the next phase of the study, which was focus group discussions (FGDs). The FGDs were conducted with a group of pharmacy stakeholders. The response rate for the questionnaire was 18.95% (n=156). Only 105 respondents completed the questionnaire. Majority of the respondents (n=45) were located in Gauteng province, practising in corporate pharmacies (n=88) in urban areas (n=104). Majority of respondents (n=73) indicated that they did not have a clinic inside their pharmacies and 46 respondents indicated that they had a nurse employed in the pharmacy. Most frequently seen chronic wounds in community pharmacies were diabetic wounds and surgical wounds. Majority (n=71) of respondents indicated that they have not attended additional training on DFUs. Respondents indicated that they most often used the internet and other healthcare providers as information resources regarding DFUs. The results also indicated that community pharmacists would like to have more training regarding advanced wound care and that pharmacists do have a role to play when managing DFUs. During two FGDs, two main themes emerged namely “Community pharmacists encounter various challenges when treating patients with DFUs” and “There is a gap in training for community pharmacists in treating DFUs”. The focus group discussion (FGD) results complemented the questionnaire survey results. Since there is limited research published in South Africa on the role of community pharmacies managing DFUs, this study indicated that there is a need for additional training on DFUs for pharmacists working in community pharmacies in South Africa. , Thesis (M.Pharm) -- Faculty of Health Science, School of Clinical Care & Medicinal Sciences, 2024
- Full Text:
- Date Issued: 2024-04
A qualitative review on the manner in which psychologists address language barriers in psychological testing with isiXhosa speaking clients
- Authors: Fouche, Nicoleen Leonie
- Date: 2024-04
- Subjects: Language and languages -- Psychological aspects , Psychological tests -- South Africa -- Eastern Cape , Counseling psychology
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63835 , vital:73618
- Description: A racially segregated culture historically influenced the growth of psychological testing and evaluation in South Africa. Thus, South Africa's multicultural and multilingual community poses difficulties for psychologists in their daily work. Most of the psychological tests used by psychologists are predominantly normed in either or only English/Afrikaans. Given the economic and professional resources required to develop new standardised tests for the broader South African population, the current status quo is set to continue for the foreseeable future. Consequently, language barriers pose a challenge when psychometric standardised tests are administered in a language that is different from that of the client, and as a result, psychologists must develop ways to enhance the fairness of these measures for their client base. The avenue of research that was explored is how psychologists overcome the language boundary when assessing clients who speak an indigenous first language, particularly isiXhosa. As such, this study explored this question through qualitative methods. Through purposive sampling, nine psychologists were invited to share their practical expertise on this topic, using semi-structured online interviews. The findings of this study suggested several core themes providing useful methods for other psychologists facing the same challenge, including the challenges with administering psychological tests with isiXhosa clients, the availability of standardised tests in the South African context, and the importance of determining the client’s language proficiency. Five themes with several sub-themes emerged from the study. The study contributes to the currently limited existing body of knowledge, and subsequently to the research area that this study explores - thus further providing guidelines that practitioners can employ when working with clients who are isiXhosa speaking. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Fouche, Nicoleen Leonie
- Date: 2024-04
- Subjects: Language and languages -- Psychological aspects , Psychological tests -- South Africa -- Eastern Cape , Counseling psychology
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63835 , vital:73618
- Description: A racially segregated culture historically influenced the growth of psychological testing and evaluation in South Africa. Thus, South Africa's multicultural and multilingual community poses difficulties for psychologists in their daily work. Most of the psychological tests used by psychologists are predominantly normed in either or only English/Afrikaans. Given the economic and professional resources required to develop new standardised tests for the broader South African population, the current status quo is set to continue for the foreseeable future. Consequently, language barriers pose a challenge when psychometric standardised tests are administered in a language that is different from that of the client, and as a result, psychologists must develop ways to enhance the fairness of these measures for their client base. The avenue of research that was explored is how psychologists overcome the language boundary when assessing clients who speak an indigenous first language, particularly isiXhosa. As such, this study explored this question through qualitative methods. Through purposive sampling, nine psychologists were invited to share their practical expertise on this topic, using semi-structured online interviews. The findings of this study suggested several core themes providing useful methods for other psychologists facing the same challenge, including the challenges with administering psychological tests with isiXhosa clients, the availability of standardised tests in the South African context, and the importance of determining the client’s language proficiency. Five themes with several sub-themes emerged from the study. The study contributes to the currently limited existing body of knowledge, and subsequently to the research area that this study explores - thus further providing guidelines that practitioners can employ when working with clients who are isiXhosa speaking. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
Exploring resilience of social workers working within the healthcare system in the Nelson Mandela Metropole, South Africa
- Authors: Deliwe, Olwethu Paul
- Date: 2024-04
- Subjects: Social workers -- Port Elizabeth (South Africa) , Resilience (Personality trait) , Health services administration -- Nelson Mandela Bay Municipality (South Africa)
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63824 , vital:73617
- Description: Social workers working in the health care setting must respond to complex patient needs, a fast paced and multidisciplinary work environment, that are frequently not experienced as equalising platforms for the social work discipline. This requires a high level of resilience in social workers to remain responsive to compassionate human care, quality service delivery and selfcare. This study aimed to explore the resilience of social workers in the healthcare sector, in order to address the knowledge and practice gap and contribute to a better understanding of mental healthcare needs and coping resources of social workers, working in this field of service. The study was guided by two theoretical frameworks: The ecological systems theory and resilience theory. Informed by a constructivism research paradigm, the study employed semi-structures in-depth research interviews as a method to collect data with eight social workers as research participants, recruited via purposive research sampling from health and mental health care settings. The key findings indicate that social workers experience various challenges at work that leads to burnout as a result of the complex work that they do, and they are required to contain these and be resilient using different mechanism. All the ethical protocols were observed, and the necessary measures taken to enhance the trustworthiness of the study. The findings make a valuable contribution to the curriculum input for social work training and valuable insights for continuous professional development for social work practitioners in the health care sector. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Deliwe, Olwethu Paul
- Date: 2024-04
- Subjects: Social workers -- Port Elizabeth (South Africa) , Resilience (Personality trait) , Health services administration -- Nelson Mandela Bay Municipality (South Africa)
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63824 , vital:73617
- Description: Social workers working in the health care setting must respond to complex patient needs, a fast paced and multidisciplinary work environment, that are frequently not experienced as equalising platforms for the social work discipline. This requires a high level of resilience in social workers to remain responsive to compassionate human care, quality service delivery and selfcare. This study aimed to explore the resilience of social workers in the healthcare sector, in order to address the knowledge and practice gap and contribute to a better understanding of mental healthcare needs and coping resources of social workers, working in this field of service. The study was guided by two theoretical frameworks: The ecological systems theory and resilience theory. Informed by a constructivism research paradigm, the study employed semi-structures in-depth research interviews as a method to collect data with eight social workers as research participants, recruited via purposive research sampling from health and mental health care settings. The key findings indicate that social workers experience various challenges at work that leads to burnout as a result of the complex work that they do, and they are required to contain these and be resilient using different mechanism. All the ethical protocols were observed, and the necessary measures taken to enhance the trustworthiness of the study. The findings make a valuable contribution to the curriculum input for social work training and valuable insights for continuous professional development for social work practitioners in the health care sector. , Thesis (MA) -- Faculty of Health Science, School of Behavioural & Lifestyle Sciences, 2024
- Full Text:
- Date Issued: 2024-04
A methodology for modernising legacy web applications: subtitle if needed. If no subtitle follow instructions in manual
- Authors: Malgraff, Maxine
- Date: 2024-04
- Subjects: Management information systems , Information technology , Application software -- Development
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64148 , vital:73657
- Description: One problem faced in the Information Systems domain is that of poorly maintained, poorly documented, and/or unmanageable systems, known as Legacy Information Systems (LISs). As a result of the everchanging web development landscape, web applications have also become susceptible to the challenges faced in keeping up with technological advances, and older applications are starting to display the characteristics of becoming Legacy Web Applications (LWAs). As retaining business process support and meeting business requirements is often necessary, one method of recovering vital LWAs is to modernise them. System modernisation aims to recover business knowledge and provide an enhanced system that overcomes the problems plagued by LISs. When planning to modernise an LWA, guidance and support are essential to ensure that the modernisation exercise is performed efficiently and effectively. Modernisation methodologies can provide this required guidance and support as they provide models, tools and techniques that serve as guiding principles for the modernisation process. Although many modernisation methodologies exist, very few offer a comprehensive approach to modernisation that provides guidelines for each modernisation phase, tools to assist in the modernisation and techniques that can be used throughout. Existing methodologies also do not cater for cases that include both the LWA and migration to modernised web-specific environments. This research study aimed to investigate modernisation methodologies and identify which methodologies, or parts thereof, could be adapted for modernising LWAs. Existing methodologies were analysed and compared using the definition of a methodology, as well as other factors that improve the modernisation process. Modernisation case studies were reviewed to identify lessons learned from these studies so that these could be considered when planning an LWA modernisation. The ARTIST methodology was the most comprehensive modernisation methodology identified from those researched and was selected as the most appropriate methodology for modernising an LWA. ARTIST was modified to the mARTIST methodology to cater for web-based environments.mARTIST was used to modernise an existing LWA, called OldMax, at an automotive manufacturer, anonymously referred to as AutoCo, to determine its ability to support the modernisation of LWAs. Additional tools and evaluation methods were also investigated and used in place of those recommended by ARTIST, where deemed appropriate for the modernisation of OldMax. Limitations set by AutoCo on the hosting and technical environments for the modernised application also required ARTIST to be adapted to better suit the use case. The steps taken during this modernisation were documented and reported on to highlight the effectiveness of mARTIST and the tools used. The result of this modernisation was that the modernised web application, ModMax, was evaluated to determine the success of the modernisation. The modernisation of OldMax to ModMax, using the mARTIST methodology, was found to be successful based on the criteria set by the ARTIST methodology. Based on this, mARTIST can successfully be used for the modernisation of LWAs. To support future modernisations, an evaluation method for determining technical feasibility was developed for LWA, and alternate tools that could be used throughout modernisation exercises were recommended. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Malgraff, Maxine
- Date: 2024-04
- Subjects: Management information systems , Information technology , Application software -- Development
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64148 , vital:73657
- Description: One problem faced in the Information Systems domain is that of poorly maintained, poorly documented, and/or unmanageable systems, known as Legacy Information Systems (LISs). As a result of the everchanging web development landscape, web applications have also become susceptible to the challenges faced in keeping up with technological advances, and older applications are starting to display the characteristics of becoming Legacy Web Applications (LWAs). As retaining business process support and meeting business requirements is often necessary, one method of recovering vital LWAs is to modernise them. System modernisation aims to recover business knowledge and provide an enhanced system that overcomes the problems plagued by LISs. When planning to modernise an LWA, guidance and support are essential to ensure that the modernisation exercise is performed efficiently and effectively. Modernisation methodologies can provide this required guidance and support as they provide models, tools and techniques that serve as guiding principles for the modernisation process. Although many modernisation methodologies exist, very few offer a comprehensive approach to modernisation that provides guidelines for each modernisation phase, tools to assist in the modernisation and techniques that can be used throughout. Existing methodologies also do not cater for cases that include both the LWA and migration to modernised web-specific environments. This research study aimed to investigate modernisation methodologies and identify which methodologies, or parts thereof, could be adapted for modernising LWAs. Existing methodologies were analysed and compared using the definition of a methodology, as well as other factors that improve the modernisation process. Modernisation case studies were reviewed to identify lessons learned from these studies so that these could be considered when planning an LWA modernisation. The ARTIST methodology was the most comprehensive modernisation methodology identified from those researched and was selected as the most appropriate methodology for modernising an LWA. ARTIST was modified to the mARTIST methodology to cater for web-based environments.mARTIST was used to modernise an existing LWA, called OldMax, at an automotive manufacturer, anonymously referred to as AutoCo, to determine its ability to support the modernisation of LWAs. Additional tools and evaluation methods were also investigated and used in place of those recommended by ARTIST, where deemed appropriate for the modernisation of OldMax. Limitations set by AutoCo on the hosting and technical environments for the modernised application also required ARTIST to be adapted to better suit the use case. The steps taken during this modernisation were documented and reported on to highlight the effectiveness of mARTIST and the tools used. The result of this modernisation was that the modernised web application, ModMax, was evaluated to determine the success of the modernisation. The modernisation of OldMax to ModMax, using the mARTIST methodology, was found to be successful based on the criteria set by the ARTIST methodology. Based on this, mARTIST can successfully be used for the modernisation of LWAs. To support future modernisations, an evaluation method for determining technical feasibility was developed for LWA, and alternate tools that could be used throughout modernisation exercises were recommended. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
- Full Text:
- Date Issued: 2024-04
Development of a numerical geohydrological model for a fractured rock aquifer in the Karoo, near Sutherland, South Africa
- Authors: Maqhubela, Akhona
- Date: 2024-04
- Subjects: Hydrogeology -- South Africa -- Northern Cape , Groundwater -- South Africa -- North Cape -- Management , Evapotranspiration
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64164 , vital:73658
- Description: The regional scale method in groundwater storage observation introduces uncertainties that hinder the evaluation of the remaining lifespan of depleted aquifers. The scarcity of precipitation data presents significant global challenge, especially in semi-arid regions. This study constructs a regional numerical hydrogeological model that identifies the potential impacts of climate change on the water balance for the South African Gravimetric Observation Station in Sutherland. The purpose of this study is to understand mechanisms controlling groundwater in the fractured rock aquifer. The climate data from the Weather forecast data over the last ten years was collected from the South African Weather Service. and groundwater levels data assessed the potential impacts of climate change on water balance components, especially precipitation and evapotranspiration. Precipitation is the primary recharge parameter in this study and had the highest level recorded in winter, with May having the highest precipitation rates of 24,62mm. The instrument conducted two profile investigations in a single day to detect geological abnormalities at various depths, achieving an impressive accuracy of up to 0.001 mV. The fact that groundwater flows from regions of higher hydraulic heads to areas of lower hydraulic charges, confirms that riverbeds in Sutherland act as preferential conduits for subsurface recharge. The profile and processed geophysical maps show low chances of getting groundwater in this observed area due to extensively great depth, approximately 150 – 210 m. The river package from MODFLOW model shows little inflow to the study nearby well locations. These model results showed a negative difference between water flowing in and out of the system of about -7m3 between 2002 and 2020. Groundwater flows faster at borehole five, where the hydraulic conductivity is large. The resulting regional hydrogeological model offered valuable insights into how climate change might influence the distribution and accessibility of groundwater resources. In the context of Sutherland, a negative groundwater budget value signaled that groundwater extraction or consumption surpassed the natural replenishment or recharge of the aquifer. , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Maqhubela, Akhona
- Date: 2024-04
- Subjects: Hydrogeology -- South Africa -- Northern Cape , Groundwater -- South Africa -- North Cape -- Management , Evapotranspiration
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64164 , vital:73658
- Description: The regional scale method in groundwater storage observation introduces uncertainties that hinder the evaluation of the remaining lifespan of depleted aquifers. The scarcity of precipitation data presents significant global challenge, especially in semi-arid regions. This study constructs a regional numerical hydrogeological model that identifies the potential impacts of climate change on the water balance for the South African Gravimetric Observation Station in Sutherland. The purpose of this study is to understand mechanisms controlling groundwater in the fractured rock aquifer. The climate data from the Weather forecast data over the last ten years was collected from the South African Weather Service. and groundwater levels data assessed the potential impacts of climate change on water balance components, especially precipitation and evapotranspiration. Precipitation is the primary recharge parameter in this study and had the highest level recorded in winter, with May having the highest precipitation rates of 24,62mm. The instrument conducted two profile investigations in a single day to detect geological abnormalities at various depths, achieving an impressive accuracy of up to 0.001 mV. The fact that groundwater flows from regions of higher hydraulic heads to areas of lower hydraulic charges, confirms that riverbeds in Sutherland act as preferential conduits for subsurface recharge. The profile and processed geophysical maps show low chances of getting groundwater in this observed area due to extensively great depth, approximately 150 – 210 m. The river package from MODFLOW model shows little inflow to the study nearby well locations. These model results showed a negative difference between water flowing in and out of the system of about -7m3 between 2002 and 2020. Groundwater flows faster at borehole five, where the hydraulic conductivity is large. The resulting regional hydrogeological model offered valuable insights into how climate change might influence the distribution and accessibility of groundwater resources. In the context of Sutherland, a negative groundwater budget value signaled that groundwater extraction or consumption surpassed the natural replenishment or recharge of the aquifer. , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2024
- Full Text:
- Date Issued: 2024-04
The on-demand continuous flow generation, separation, and utilization of monosilane gas, a feedstock for solar-grade silicon
- Authors: Mathe, Francis Matota
- Date: 2024-04
- Subjects: Chemistry, Organic , Chemistry , Silicon -- Synthesis
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64179 , vital:73660
- Description: This research is dedicated to the development of a continuous flow process for the production and utilization of monosilane gas. The utilization of continuous flow techniques was instrumental in addressing the challenges and conditions associated with the handling of monosilane gas. Furthermore, the integration of Process Analytical Technologies (PAT) facilitated in-process monitoring and analysis. Chapter one of this research provides an extensive background and literature review encompassing the purification methods of silicon, the latest advancements in the direct synthesis of alkoxysilanes, current synthesis methods for monosilane, the various applications of monosilane, as well as the utilization of continuous flow technology and process analytical technologies. In chapter two, a detailed account of the experimental procedures employed in this research is presented. Chapter three delves into the results derived from each section of the research. The first section discusses an attempt to upscale the continuous flow synthesis of triethoxysilane, based on previous group research. Process Analytical Technologies (PAT), specifically thermocouples, were utilized in this endeavor. The study revealed temperature inconsistencies along the packed bed reactor, which had a notable impact on the reaction capabilities. The subsequent section explores the continuous flow synthesis of monosilane from triethoxysilane. A Design of Experiment (DoE) approach was employed to identify the optimal reaction conditions and compare the effectiveness of two catalysts. The study determined that Amberlyst-A26 emerged as the superior catalyst, offering stability and reasonable conversions over a 24-hour period. In a residence time of 6 minutes and at a temperature of 55 °C, the maximum triethoxysilane conversion of 100% was achieved. PAT, particularly inline FT-IR, was instrumental in monitoring catalyst activity, while continuous flow gas separation techniques facilitated the separation of monosilane. The research also demonstrated further applications of continuous flow techniques in the synthesis of monosilane from tetraethoxysilane and magnesium silicide. The former aimed to , Thesis (PhD) -- Faculty of Science, School of Biomolecular & Chemical Sciences, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Mathe, Francis Matota
- Date: 2024-04
- Subjects: Chemistry, Organic , Chemistry , Silicon -- Synthesis
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64179 , vital:73660
- Description: This research is dedicated to the development of a continuous flow process for the production and utilization of monosilane gas. The utilization of continuous flow techniques was instrumental in addressing the challenges and conditions associated with the handling of monosilane gas. Furthermore, the integration of Process Analytical Technologies (PAT) facilitated in-process monitoring and analysis. Chapter one of this research provides an extensive background and literature review encompassing the purification methods of silicon, the latest advancements in the direct synthesis of alkoxysilanes, current synthesis methods for monosilane, the various applications of monosilane, as well as the utilization of continuous flow technology and process analytical technologies. In chapter two, a detailed account of the experimental procedures employed in this research is presented. Chapter three delves into the results derived from each section of the research. The first section discusses an attempt to upscale the continuous flow synthesis of triethoxysilane, based on previous group research. Process Analytical Technologies (PAT), specifically thermocouples, were utilized in this endeavor. The study revealed temperature inconsistencies along the packed bed reactor, which had a notable impact on the reaction capabilities. The subsequent section explores the continuous flow synthesis of monosilane from triethoxysilane. A Design of Experiment (DoE) approach was employed to identify the optimal reaction conditions and compare the effectiveness of two catalysts. The study determined that Amberlyst-A26 emerged as the superior catalyst, offering stability and reasonable conversions over a 24-hour period. In a residence time of 6 minutes and at a temperature of 55 °C, the maximum triethoxysilane conversion of 100% was achieved. PAT, particularly inline FT-IR, was instrumental in monitoring catalyst activity, while continuous flow gas separation techniques facilitated the separation of monosilane. The research also demonstrated further applications of continuous flow techniques in the synthesis of monosilane from tetraethoxysilane and magnesium silicide. The former aimed to , Thesis (PhD) -- Faculty of Science, School of Biomolecular & Chemical Sciences, 2024
- Full Text:
- Date Issued: 2024-04
Statistical learning methods for photovoltaic energy output prediction
- Authors: Magaya, Aphiwe
- Date: 2024-04
- Subjects: Photovoltaic power generation , Mathematical statistics , Statistics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64138 , vital:73656
- Description: Predicting solar energy accurately is important for the integration of more renewable energy into the grid, which can help to alleviate the energy demand on traditional coal-powered sources in South Africa. This study aims to assess several statistical learning models to predict the energy output of a 1MW photovoltaic system installed on the Nelson Mandela University South Campus in Gqeberha. Weather data (including temperature, wind speed, wind direction, precipitation, air pressure, and humidity) and solar irradiance data (including global horizontal radiation, diffuse radiation, and direct radiation) are used to predict the energy output of this system using Artificial Neural Networks (ANN), Support Vector Machines (SVM), Multiple Linear Regression (MLR), and Regression Trees (RT). The performance of each of the models was compared and the results indicated that the ANN model performed best. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Magaya, Aphiwe
- Date: 2024-04
- Subjects: Photovoltaic power generation , Mathematical statistics , Statistics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64138 , vital:73656
- Description: Predicting solar energy accurately is important for the integration of more renewable energy into the grid, which can help to alleviate the energy demand on traditional coal-powered sources in South Africa. This study aims to assess several statistical learning models to predict the energy output of a 1MW photovoltaic system installed on the Nelson Mandela University South Campus in Gqeberha. Weather data (including temperature, wind speed, wind direction, precipitation, air pressure, and humidity) and solar irradiance data (including global horizontal radiation, diffuse radiation, and direct radiation) are used to predict the energy output of this system using Artificial Neural Networks (ANN), Support Vector Machines (SVM), Multiple Linear Regression (MLR), and Regression Trees (RT). The performance of each of the models was compared and the results indicated that the ANN model performed best. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
- Full Text:
- Date Issued: 2024-04
Mindsets of change agents for development: a case study of the Sundays River Valley, Eastern Cape
- Bezuidenhout, Theo Gerhardus
- Authors: Bezuidenhout, Theo Gerhardus
- Date: 2024-04
- Subjects: Social change , Sustainable development -- South Africa , Well-being , Economic development -- Social aspects
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64874 , vital:73937
- Description: Societal development in underdeveloped areas is a process of enhancing and improving the quality of life in communities, with a focus on meeting their social, economic, environmental, and political needs. Despite ideological efforts and growing interest in movements, mobilisations and communities promoting social change, little research has been done on the mindsets of change agents. Margaret Archer’s (1988), Morphogenetic Approach to social development has been used in this case as a theoretical framework emphasising that social change and development occur through interactions between individuals and their social environments. This approach focusses on the importance of feedback loops, where changes in the environment and the reactions of individuals to these changes both influence and are influenced by one another. Through reflective learning, semistructured interviews and document analysis, the dissertation explored research questions concerning different perspectives of change agents in the Sundays River Valley. The theories examined provide options of theoretical frameworks which can be used to assess and evaluate the work and role of change agents to participate in societal development. This is important in the Sundays River Valley context as, up to now, there has been no shortage or lack of development plans and policies for the area. Rather, what has been absent is the theoretical frameworks to provide the context and meaning for change agents to participate in societal development and occupy their role in the various development plans and policies. Collaborative development and participation acknowledge that solving complex social problems requires the efforts of multiple organisations, individuals, and generations. To enable societal development requires social trust and cooperation of multiple stakeholders, including government, community members, businesses, development agencies, non-governmental organisations and educational institutions. , Thesis (MA) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism , 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Bezuidenhout, Theo Gerhardus
- Date: 2024-04
- Subjects: Social change , Sustainable development -- South Africa , Well-being , Economic development -- Social aspects
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64874 , vital:73937
- Description: Societal development in underdeveloped areas is a process of enhancing and improving the quality of life in communities, with a focus on meeting their social, economic, environmental, and political needs. Despite ideological efforts and growing interest in movements, mobilisations and communities promoting social change, little research has been done on the mindsets of change agents. Margaret Archer’s (1988), Morphogenetic Approach to social development has been used in this case as a theoretical framework emphasising that social change and development occur through interactions between individuals and their social environments. This approach focusses on the importance of feedback loops, where changes in the environment and the reactions of individuals to these changes both influence and are influenced by one another. Through reflective learning, semistructured interviews and document analysis, the dissertation explored research questions concerning different perspectives of change agents in the Sundays River Valley. The theories examined provide options of theoretical frameworks which can be used to assess and evaluate the work and role of change agents to participate in societal development. This is important in the Sundays River Valley context as, up to now, there has been no shortage or lack of development plans and policies for the area. Rather, what has been absent is the theoretical frameworks to provide the context and meaning for change agents to participate in societal development and occupy their role in the various development plans and policies. Collaborative development and participation acknowledge that solving complex social problems requires the efforts of multiple organisations, individuals, and generations. To enable societal development requires social trust and cooperation of multiple stakeholders, including government, community members, businesses, development agencies, non-governmental organisations and educational institutions. , Thesis (MA) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism , 2024
- Full Text:
- Date Issued: 2024-04
Computer vision as a tool for tracking gastropod chemical trails
- Authors: Viviers, Andre
- Date: 2024-04
- Subjects: Computers , Electronic data processing , Machine learning
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64863 , vital:73934
- Description: The difficulties encountered in previous gastropod research with human intervention (Raw, Miranda, & Perissinotto, 2013) inspired this dissertation. More specifically the tedious task of human intervention in the tracking of gastropod chemical trails, which is a time-consuming and error-prone exercise. In this study, computer vision is proposed as an alternative to human intervention. A machine learning literature review was conducted to identify relevant methodologies and techniques for the research. Furthermore, it investigates data preprocessing techniques on a variety of different data types. This sets the stage for a deeper investigation of techniques used for pre-processing image and video data. Following that, another literature review delved deeper into the computer vision pipeline. The review is divided into two parts: data pre-processing and model training. First, it provides a deeper investigation into relevant data pre-processing techniques for use in constructing a dataset comprised of gastropod images. Following that, it delves into the complexities of training a computer vision model. The study then investigates convolutional neural networks, revealing the neural networks’ suitability in image/video processing. A convolutional neural network is selected as the foundation for the best-effort model. This serves as the foundation for the subsequent experimental research. The first part of the experimental work involves creating a labelled dataset from the video dataset provided by Raw et al. (2013). By employing data preprocessing techniques in a strategic manner, an unlabeled dataset is generated. Then a labelled dataset is generated using a simple K-Means clustering algorithm and manual labelling. Thereafter, a best-effort model is trained to detect gastropods within images using this dataset. After making the labelled dataset, the next step in the exploration is to build a prototype that can find gastropods and draw trace lines based on their movement. Five evaluation runs serve to gauge the prototype’s effectiveness. Videos with varying properties from the original dataset are purposefully chosen for each run. The prototype’s trace lines are compared to the original dataset’s human-drawn pathways. The versatility of the prototype is demonstrated in the final evaluation by generating fine-grained trace lines post-processing. This enables the plot to be adjusted to different parameters based on the characteristics that the resulting plot should have. Through the versatility and accuracy demonstrated by the evaluation runs, this research found that a gastropod tracking solution based on computer vision can alleviate human intervention. The dissertation concludes with a discourse on the lessons learned from the research study. These are presented as guidelines to aid future work in developing a gastropod tracking solution based on computer vision. , Thesis (MIT) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Viviers, Andre
- Date: 2024-04
- Subjects: Computers , Electronic data processing , Machine learning
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64863 , vital:73934
- Description: The difficulties encountered in previous gastropod research with human intervention (Raw, Miranda, & Perissinotto, 2013) inspired this dissertation. More specifically the tedious task of human intervention in the tracking of gastropod chemical trails, which is a time-consuming and error-prone exercise. In this study, computer vision is proposed as an alternative to human intervention. A machine learning literature review was conducted to identify relevant methodologies and techniques for the research. Furthermore, it investigates data preprocessing techniques on a variety of different data types. This sets the stage for a deeper investigation of techniques used for pre-processing image and video data. Following that, another literature review delved deeper into the computer vision pipeline. The review is divided into two parts: data pre-processing and model training. First, it provides a deeper investigation into relevant data pre-processing techniques for use in constructing a dataset comprised of gastropod images. Following that, it delves into the complexities of training a computer vision model. The study then investigates convolutional neural networks, revealing the neural networks’ suitability in image/video processing. A convolutional neural network is selected as the foundation for the best-effort model. This serves as the foundation for the subsequent experimental research. The first part of the experimental work involves creating a labelled dataset from the video dataset provided by Raw et al. (2013). By employing data preprocessing techniques in a strategic manner, an unlabeled dataset is generated. Then a labelled dataset is generated using a simple K-Means clustering algorithm and manual labelling. Thereafter, a best-effort model is trained to detect gastropods within images using this dataset. After making the labelled dataset, the next step in the exploration is to build a prototype that can find gastropods and draw trace lines based on their movement. Five evaluation runs serve to gauge the prototype’s effectiveness. Videos with varying properties from the original dataset are purposefully chosen for each run. The prototype’s trace lines are compared to the original dataset’s human-drawn pathways. The versatility of the prototype is demonstrated in the final evaluation by generating fine-grained trace lines post-processing. This enables the plot to be adjusted to different parameters based on the characteristics that the resulting plot should have. Through the versatility and accuracy demonstrated by the evaluation runs, this research found that a gastropod tracking solution based on computer vision can alleviate human intervention. The dissertation concludes with a discourse on the lessons learned from the research study. These are presented as guidelines to aid future work in developing a gastropod tracking solution based on computer vision. , Thesis (MIT) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2024-04
Credit accessibility and enabling policies for SMMEs in King Sabata Dalindyebo Local Municipality South Africa
- Authors: Busakwe, Lomso
- Date: 2024-04
- Subjects: Credit -- South Africa -- Eastern Cape , Finance -- South Africa -- Eastern Cape , Small business -- Management -- South Africa -- Eastern Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64884 , vital:73938
- Description: Small, medium and micro enterprises contribute significantly to the economy, approximately 34% to South Africa’s Gross Domestic Product. They also play a vital role in the economy as drivers for reducing unemployment. In a modern transforming globe, small, medium and micro enterprises depend on funding. Categorically, credit in South Africa is limited to small, medium and micro enterprises from banks, this has to do with the credit histories, policies and collateral. The issue of policies that make it convenient for Small, medium and micro enterprises to obtain loans have proven to be difficult. These policies aspects have verified to be specifically difficult for regulations meant to increase asset-based total lending. The aim of the study was to assesses the role, adequacy and gaps of current policies to enhance credit accessibility by SMMEs in the KSDLM. The following research objectives are pursued: to identify the challenges faced by small businesses in the KSDLM, specifically from a credit access perspective; to identify the role of policies in assisting SMMEs to access credit for their small businesses in the KSDLM; to identify the policy gaps that hinder access to credit by SMMEs in the KSDLM; to draft a policy framework that enhances access to credit by SMMEs. A mixed method approach was adopted in this study. A questionnaire for quantitative approach, as well as an interview schedule for qualitative approach, was used to collect data. A sample of 145 small, medium, and micro enterprises, as well as 5 financial institutions, was utilised for the study. The study revealed numerous challenges that are hindering small, medium and micro enterprises from accessing credit and they are compliant, lack of proper record keeps, poor adjustment to technology, collateral and stability. Most small, medium and micro enterprises mentioned are facing challenges in accessing credit owing to the policies that are in place that do not cater for all their challenges and shortcomings. The study recommend that the Government can provide financial assistance to small businesses through grants, loans, tax incentives, and subsidies. These initiatives can reduce the financial burden on small businesses, allowing them to invest in growth, innovation and sustainability. , Thesis (MPhil) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Busakwe, Lomso
- Date: 2024-04
- Subjects: Credit -- South Africa -- Eastern Cape , Finance -- South Africa -- Eastern Cape , Small business -- Management -- South Africa -- Eastern Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64884 , vital:73938
- Description: Small, medium and micro enterprises contribute significantly to the economy, approximately 34% to South Africa’s Gross Domestic Product. They also play a vital role in the economy as drivers for reducing unemployment. In a modern transforming globe, small, medium and micro enterprises depend on funding. Categorically, credit in South Africa is limited to small, medium and micro enterprises from banks, this has to do with the credit histories, policies and collateral. The issue of policies that make it convenient for Small, medium and micro enterprises to obtain loans have proven to be difficult. These policies aspects have verified to be specifically difficult for regulations meant to increase asset-based total lending. The aim of the study was to assesses the role, adequacy and gaps of current policies to enhance credit accessibility by SMMEs in the KSDLM. The following research objectives are pursued: to identify the challenges faced by small businesses in the KSDLM, specifically from a credit access perspective; to identify the role of policies in assisting SMMEs to access credit for their small businesses in the KSDLM; to identify the policy gaps that hinder access to credit by SMMEs in the KSDLM; to draft a policy framework that enhances access to credit by SMMEs. A mixed method approach was adopted in this study. A questionnaire for quantitative approach, as well as an interview schedule for qualitative approach, was used to collect data. A sample of 145 small, medium, and micro enterprises, as well as 5 financial institutions, was utilised for the study. The study revealed numerous challenges that are hindering small, medium and micro enterprises from accessing credit and they are compliant, lack of proper record keeps, poor adjustment to technology, collateral and stability. Most small, medium and micro enterprises mentioned are facing challenges in accessing credit owing to the policies that are in place that do not cater for all their challenges and shortcomings. The study recommend that the Government can provide financial assistance to small businesses through grants, loans, tax incentives, and subsidies. These initiatives can reduce the financial burden on small businesses, allowing them to invest in growth, innovation and sustainability. , Thesis (MPhil) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism, 2024
- Full Text:
- Date Issued: 2024-04
Exploring senior phase teachers’ use of Kahoot! Gamification as a formative assessment tool to scaffold mathematical understanding
- Authors: Balele, Silence
- Date: 2024-04
- Subjects: Kahoot! Algebra by DragonBox , Mathematics Computer-assisted instruction , Pedagogical content knowledge , Mathematics Study and teaching (Secondary) South Africa , Gamification , Educational technology , Mathematics teachers Training of South Africa
- Language: English
- Type: Academic theses , Master's theses , text
- Identifier: http://hdl.handle.net/10962/423891 , vital:72102
- Description: In South Africa, digital technology, particularly gamification, continues to become an important teaching and learning tool. Its importance lies in scaffolding mathematical understanding, improving the quality of assessment, and developing twenty-first-century technological skills for effective mathematics assessment. To explore this importance, senior phase mathematics teachers are encouraged to adopt gamification technology such as Kahoot! in assessment. The study adopted a case study research design with a interpretivist research paradigm, as this method allows detailed exploration and understanding of a specific context through a close connection with the participants. Data was collected using semi-structured questionnaires, focus group interviews, non-participant observations, and reflective journals. The research involved ten purposively selected senior-phase mathematics teachers from two schools in the Sarah Baartman District, Eastern Cape Province, South Africa. The study drew upon Vygoysky's Sociocultural Theory for its theoretical framework, while the Technological, Pedagogical, and Content Knowledge was used for analysis. The data analysis pursued an inductive approach. Adopting a thematic analysis included coding participant responses, organizing codes into concepts and categories, and developing a theoretical framework from the resultant categories. A four-phase process was involved: coding, conceptualizing, categorizing, and theorizing, was employed. This process and using NVivo software for data organization and management helped identify patterns, themes, and significant concerns surrounding the study's core subject. The findings from the study were as follows: Firstly, it was revealed that most teachers have a positive perception and attitude towards using Kahoot! for formative assessment, believing that it enhances teaching and learning quality. However, they showed scepticism due to insufficient Information and Communication Technologies knowledge and training. Second, teachers' pedagogical and technological experiences were predominantly enjoyable. Kahoot! was accepted as beneficial for promoting collaboration, interaction, and immediate feedback. Third, the study identified enabling and constraining factors in using Kahoot! for formative assessment. The enabling factors include Kahoot!, which was convenient and accessible, promoted immediate feedback and fostered collaboration and interaction. The constraining factors include Information and Communication Technologies and network interference, which posed limitations. The research concluded that Kahoot! as a platform for formative assessment indeed scaffold mathematical understanding. The study recommends increasing teachers' access to educational technology, incorporating continuous professional development programs, providing subject-specific training, and encouraging teachers to adapt to emerging technologies. The study also provided recommendations for future research to explore learner perceptions, employ a mixed methods approach to help quantify learner performance and investigate the pedagogical and technological experiences of senior phase mathematics teachers regarding formative assessment. , Thesis (MEd) -- Faculty of Education, Secondary and Post-School Education, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Balele, Silence
- Date: 2024-04
- Subjects: Kahoot! Algebra by DragonBox , Mathematics Computer-assisted instruction , Pedagogical content knowledge , Mathematics Study and teaching (Secondary) South Africa , Gamification , Educational technology , Mathematics teachers Training of South Africa
- Language: English
- Type: Academic theses , Master's theses , text
- Identifier: http://hdl.handle.net/10962/423891 , vital:72102
- Description: In South Africa, digital technology, particularly gamification, continues to become an important teaching and learning tool. Its importance lies in scaffolding mathematical understanding, improving the quality of assessment, and developing twenty-first-century technological skills for effective mathematics assessment. To explore this importance, senior phase mathematics teachers are encouraged to adopt gamification technology such as Kahoot! in assessment. The study adopted a case study research design with a interpretivist research paradigm, as this method allows detailed exploration and understanding of a specific context through a close connection with the participants. Data was collected using semi-structured questionnaires, focus group interviews, non-participant observations, and reflective journals. The research involved ten purposively selected senior-phase mathematics teachers from two schools in the Sarah Baartman District, Eastern Cape Province, South Africa. The study drew upon Vygoysky's Sociocultural Theory for its theoretical framework, while the Technological, Pedagogical, and Content Knowledge was used for analysis. The data analysis pursued an inductive approach. Adopting a thematic analysis included coding participant responses, organizing codes into concepts and categories, and developing a theoretical framework from the resultant categories. A four-phase process was involved: coding, conceptualizing, categorizing, and theorizing, was employed. This process and using NVivo software for data organization and management helped identify patterns, themes, and significant concerns surrounding the study's core subject. The findings from the study were as follows: Firstly, it was revealed that most teachers have a positive perception and attitude towards using Kahoot! for formative assessment, believing that it enhances teaching and learning quality. However, they showed scepticism due to insufficient Information and Communication Technologies knowledge and training. Second, teachers' pedagogical and technological experiences were predominantly enjoyable. Kahoot! was accepted as beneficial for promoting collaboration, interaction, and immediate feedback. Third, the study identified enabling and constraining factors in using Kahoot! for formative assessment. The enabling factors include Kahoot!, which was convenient and accessible, promoted immediate feedback and fostered collaboration and interaction. The constraining factors include Information and Communication Technologies and network interference, which posed limitations. The research concluded that Kahoot! as a platform for formative assessment indeed scaffold mathematical understanding. The study recommends increasing teachers' access to educational technology, incorporating continuous professional development programs, providing subject-specific training, and encouraging teachers to adapt to emerging technologies. The study also provided recommendations for future research to explore learner perceptions, employ a mixed methods approach to help quantify learner performance and investigate the pedagogical and technological experiences of senior phase mathematics teachers regarding formative assessment. , Thesis (MEd) -- Faculty of Education, Secondary and Post-School Education, 2024
- Full Text:
- Date Issued: 2024-04
The influence of interpretation of iso 19011: 2018 guidelines on performing third-party quality audits to promote uniformity and consistency in the audit process
- Authors: Sepeng, Thembekile Debora
- Date: 2024-04
- Subjects: ISO 9000 Series Standards -- Auditing , Quality control -- Auditing , Process control
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64797 , vital:73915
- Description: Third-party quality audits (TPQA) facilitate performance improvement and reliability that give confidence to organisations concerning the process quality of services and products. In South Africa, ISO 9001: 2015 standard certification gained popularity as a requirement in the business tender criteria. While TPQA are crucial for evaluating conformance to industry standards, reportedly numerous organisations share disappointments as their expectations seem no longer realised. Certification faces criticism about its effectiveness in delivering TPQA that add value. Research has shown in some cases that despite the revisions of the ISO 19011: 2011 standard and limited studies conducted TPQA are regarded as added cost activities, and their initial purpose as an impartial tool to ensure quality of deliverables is no longer upheld. Increasingly, because of inconsistencies and unethical practices often observed in the industry, organisations question the significance of TPQA. Hence, the need was identified to determine and explain the influence of the ISO 19011: 2018 standard interpretation on the application of the audit guidelines in performing TPQA, to promote consistency in the audit process. A sequential exploratory mixed-method study was conducted employing a document analysis of the ISO 19011: 2018 standard, semi-structured interviews with the certification managers (CBs) and third-party quality auditors; and a survey questionnaire which was sent to quality practitioners and experts. The findings of the qualitative phases of the study were verified during the quantitative phase. The outcome of each phase of the study informed the development of the data collection instrument in the next phase. Two frameworks were designed: A conceptual framework after the document analysis and an empirical framework based on the interview data. The qualitative findings and quantitative results were integrated before conclusions were drawn and recommendations made. Achieving effective audits requires that an audit programme be established, implemented, monitored, reviewed and improved within the confines of the principles of auditing. The study found that the value of the audit process is limited by the different interpretations of the audit guidelines held by CBs and auditors. Adherence to the principles of auditing particularly, integrity and independence were found as the core of the audit process while their disregard reflected failure of the real intent of auditing. In managing the audit programme the study revealed that the inconsistencies in the audit procedures and documents developed for the auditors were ascribed to some CBs’ personal interpretations. Potential pitfalls are exacerbated by most auditors being contracted across the different bodies, and work according to the different CBs’ processes. The different interpretations of the standard suggest that certain guidelines might be vaguely written, resulting in uncertainties concerning reproducibility of the audit process. Competence featured most so that lack of it was perceived as the main hindrance to the audit process. The study recommends formal consultations among experts and practitioners to reflect on the interpretation of the guidelines to manage the audit programmes, and eliminate root causes and practices affecting the audit process. Also recommended is integration of the study findings into auditor training courses to support standardisation and reduce the variations across and amongst the different CBs and auditors. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Sepeng, Thembekile Debora
- Date: 2024-04
- Subjects: ISO 9000 Series Standards -- Auditing , Quality control -- Auditing , Process control
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64797 , vital:73915
- Description: Third-party quality audits (TPQA) facilitate performance improvement and reliability that give confidence to organisations concerning the process quality of services and products. In South Africa, ISO 9001: 2015 standard certification gained popularity as a requirement in the business tender criteria. While TPQA are crucial for evaluating conformance to industry standards, reportedly numerous organisations share disappointments as their expectations seem no longer realised. Certification faces criticism about its effectiveness in delivering TPQA that add value. Research has shown in some cases that despite the revisions of the ISO 19011: 2011 standard and limited studies conducted TPQA are regarded as added cost activities, and their initial purpose as an impartial tool to ensure quality of deliverables is no longer upheld. Increasingly, because of inconsistencies and unethical practices often observed in the industry, organisations question the significance of TPQA. Hence, the need was identified to determine and explain the influence of the ISO 19011: 2018 standard interpretation on the application of the audit guidelines in performing TPQA, to promote consistency in the audit process. A sequential exploratory mixed-method study was conducted employing a document analysis of the ISO 19011: 2018 standard, semi-structured interviews with the certification managers (CBs) and third-party quality auditors; and a survey questionnaire which was sent to quality practitioners and experts. The findings of the qualitative phases of the study were verified during the quantitative phase. The outcome of each phase of the study informed the development of the data collection instrument in the next phase. Two frameworks were designed: A conceptual framework after the document analysis and an empirical framework based on the interview data. The qualitative findings and quantitative results were integrated before conclusions were drawn and recommendations made. Achieving effective audits requires that an audit programme be established, implemented, monitored, reviewed and improved within the confines of the principles of auditing. The study found that the value of the audit process is limited by the different interpretations of the audit guidelines held by CBs and auditors. Adherence to the principles of auditing particularly, integrity and independence were found as the core of the audit process while their disregard reflected failure of the real intent of auditing. In managing the audit programme the study revealed that the inconsistencies in the audit procedures and documents developed for the auditors were ascribed to some CBs’ personal interpretations. Potential pitfalls are exacerbated by most auditors being contracted across the different bodies, and work according to the different CBs’ processes. The different interpretations of the standard suggest that certain guidelines might be vaguely written, resulting in uncertainties concerning reproducibility of the audit process. Competence featured most so that lack of it was perceived as the main hindrance to the audit process. The study recommends formal consultations among experts and practitioners to reflect on the interpretation of the guidelines to manage the audit programmes, and eliminate root causes and practices affecting the audit process. Also recommended is integration of the study findings into auditor training courses to support standardisation and reduce the variations across and amongst the different CBs and auditors. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
The development of a continuous improvement culture causal framework to enhance effectiveness in a South African port environment
- Authors: Schoeman, Nicole Therese
- Date: 2024-04
- Subjects: Continuous improvement process , Organizational change , Corporate culture
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64786 , vital:73908
- Description: Significant competition challenges confront South Africa's port sector. The sector is also essential to the Eastern Cape Province's economic and social standing. This study was conducted with the objective of helping the port industry in South Africa apply the continuous improvement (CI) philosophy more successfully. The formation of an organisational culture that was conducive to CI was accomplished via the identification of key leadership practices and behaviours. The principal objective of the study was to ascertain, examine, and conduct an empirical examination of the potential impact of diverse leadership practices and behaviours on the culture of the organisation. As a result, the goal of the study was to combine well-researched theories and findings about general organisational culture with more recent findings and firsthand knowledge about CI culture and its significance for the effective execution of CI methodology. Formulating a causal framework for CI culture was the main objective of this work. A literature study was conducted on organisational culture, CI principles, and the port industry. This assessment clearly supported CI as a proven strategy for port industry improvement. One of the main reasons why so many organisations are unable to properly deploy CI is the misalignment of their organisational cultures. Furthermore, there was proof of the crucial part that the conduct and behaviour of leaders might play in the formation of a CI culture. Based on the research study, a framework was created to direct these activities and behaviours. The research methodology used to ultimately create the framework was through an empirical study using a quantitative approach. This quantitative approach was used to evaluate eight hypotheses of this study. Additionally, the validity and reliability of the study was also assessed. The eight major types of leadership actions addressed in this framework, and was tested through the hypotheses, included supportive leadership, process management, employee empowerment, organisational values, reward system, external interaction, customer focus, and future orientation. The association between the eight criteria and the existence of CI culture was then investigated empirically using a structured questionnaire. After this, the data was extensively analysed and statistically scrutinised. The findings showed a substantial positive correlation between the degree of CI culture that was presently in place (dependent variable) and four of the eight categories (independent variables). The four categories were external interaction, process management, organisational values, and supportive leadership. After illustrating these connections, the study's recommendations and conclusions were presented in accordance with the data. The recommendations include improving the framework even more by giving additional information about the precise leadership behaviors connected to each variable and increasing the scope of the study to more than just one sample from one port in South Africa. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Schoeman, Nicole Therese
- Date: 2024-04
- Subjects: Continuous improvement process , Organizational change , Corporate culture
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64786 , vital:73908
- Description: Significant competition challenges confront South Africa's port sector. The sector is also essential to the Eastern Cape Province's economic and social standing. This study was conducted with the objective of helping the port industry in South Africa apply the continuous improvement (CI) philosophy more successfully. The formation of an organisational culture that was conducive to CI was accomplished via the identification of key leadership practices and behaviours. The principal objective of the study was to ascertain, examine, and conduct an empirical examination of the potential impact of diverse leadership practices and behaviours on the culture of the organisation. As a result, the goal of the study was to combine well-researched theories and findings about general organisational culture with more recent findings and firsthand knowledge about CI culture and its significance for the effective execution of CI methodology. Formulating a causal framework for CI culture was the main objective of this work. A literature study was conducted on organisational culture, CI principles, and the port industry. This assessment clearly supported CI as a proven strategy for port industry improvement. One of the main reasons why so many organisations are unable to properly deploy CI is the misalignment of their organisational cultures. Furthermore, there was proof of the crucial part that the conduct and behaviour of leaders might play in the formation of a CI culture. Based on the research study, a framework was created to direct these activities and behaviours. The research methodology used to ultimately create the framework was through an empirical study using a quantitative approach. This quantitative approach was used to evaluate eight hypotheses of this study. Additionally, the validity and reliability of the study was also assessed. The eight major types of leadership actions addressed in this framework, and was tested through the hypotheses, included supportive leadership, process management, employee empowerment, organisational values, reward system, external interaction, customer focus, and future orientation. The association between the eight criteria and the existence of CI culture was then investigated empirically using a structured questionnaire. After this, the data was extensively analysed and statistically scrutinised. The findings showed a substantial positive correlation between the degree of CI culture that was presently in place (dependent variable) and four of the eight categories (independent variables). The four categories were external interaction, process management, organisational values, and supportive leadership. After illustrating these connections, the study's recommendations and conclusions were presented in accordance with the data. The recommendations include improving the framework even more by giving additional information about the precise leadership behaviors connected to each variable and increasing the scope of the study to more than just one sample from one port in South Africa. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
Modelling offsite construction to control hazards and direct cost of accidents
- Simukonda, Wakisa Tulombolombo
- Authors: Simukonda, Wakisa Tulombolombo
- Date: 2024-04
- Subjects: Construction industry -- Accidents , Construction industry -- Risk management , Building -- Safety measures
- Language: English
- Type: Doctotal theses , text
- Identifier: http://hdl.handle.net/10948/64818 , vital:73923
- Description: The construction industry contributes significantly to the growth of developed and emerging economies. The industry contributes a sizeable proportion of Gross Domestic Product and Gross National Product. However, the poor safety performance of the industry and its consequential socio-economic impact threatens the industry’s significant contributions. It is for this reason that off-site construction has been identified as a sine qua non for addressing poor safety performance. The application of design for manufacture and assembly and lean techniques in the manufacture and assembly processes of off-site construction is suggested to minimise safety hazards in construction. The research was conducted to establish the relevant design for manufacture and assembly and lean techniques for addressing safety hazards in off-site construction and to develop a conceptual model of off-site construction for controlling hazards and direct costs of accidents to protect people and profits in construction. A preliminary conceptual model of off-site construction was initially devised based on a literature review and later refined into a developed conceptual model of off-site construction using findings from the qualitative phase of the study. The confirmation of the relationships and concepts presented in the developed conceptual model of off-site construction was based on the findings from quantitative data. The quantitative data were analysed using the Statistical Package for Social Science (SPSS) Version 26. Within SPSS, descriptive and inferential statistics were used to examine the relationships between off-site construction methods and safety issues, while Cronbach’s alpha was used to measure the validity of the findings. Based on the findings of the study, significant safety benefits of off-site construction methods of design for manufacture and assembly and lean techniques were identified. The benefits relate to the elimination of safety hazards including lack of personal protective equipment, work at height, poor work methods, poor house-keeping and lack of training and experience. Furthermore, the research findings indicated that implementing design for manufacture and assembly and lean practices limits direct costs of accidents, including costs expended on wages and medical bills. The positive outcomes of applying design for manufacture and assembly and lean techniques include better project management and working conditions, improved quality, minimised construction waste, and increased productivity. Factors impeding application of design for manufacture and assembly and lean techniques within contracting organisations include lack of stakeholder collaboration, a conservative mind-set towards traditional construction, lack of preferential policies and expensive logistics. These challenges can be addressed by promoting awareness of off-site construction methods, capacity-building, establishing a robust local supply chain and the involvement of government in creating an enabling political and legal environment, among others. Based on the research, an integrated conceptual model of off-site construction was developed for using off-site construction to control hazards and direct costs of accidents to protect people and profits in construction. In essence, the model can be used to identify design for manufacture and assembly and lean practices applicable in off-site construction projects to control potential safety hazards and risks. Identification and application of appropriate design for manufacture and assembly and lean practices, while addressing safety challenges, would result in the elimination of safety hazards and direct costs associated with the occurrence of accidents. Consequently, prevention of accidents would ensure the safety and health of people in construction, while the reduction of direct costs of accidents would improve the profitability margins of contracting organisations. Based on the study, recommendations are made for wider adoption of off-site construction as a modern construction method, and application of design for manufacture and assembly and lean techniques in off-site construction as strategic, industry and national, initiatives for improving safety in the construction industry. , Thesis (DPhil) -- Faculty ofEngineering, the Built Environment, and Technology, School of Built Environment and Civil Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Simukonda, Wakisa Tulombolombo
- Date: 2024-04
- Subjects: Construction industry -- Accidents , Construction industry -- Risk management , Building -- Safety measures
- Language: English
- Type: Doctotal theses , text
- Identifier: http://hdl.handle.net/10948/64818 , vital:73923
- Description: The construction industry contributes significantly to the growth of developed and emerging economies. The industry contributes a sizeable proportion of Gross Domestic Product and Gross National Product. However, the poor safety performance of the industry and its consequential socio-economic impact threatens the industry’s significant contributions. It is for this reason that off-site construction has been identified as a sine qua non for addressing poor safety performance. The application of design for manufacture and assembly and lean techniques in the manufacture and assembly processes of off-site construction is suggested to minimise safety hazards in construction. The research was conducted to establish the relevant design for manufacture and assembly and lean techniques for addressing safety hazards in off-site construction and to develop a conceptual model of off-site construction for controlling hazards and direct costs of accidents to protect people and profits in construction. A preliminary conceptual model of off-site construction was initially devised based on a literature review and later refined into a developed conceptual model of off-site construction using findings from the qualitative phase of the study. The confirmation of the relationships and concepts presented in the developed conceptual model of off-site construction was based on the findings from quantitative data. The quantitative data were analysed using the Statistical Package for Social Science (SPSS) Version 26. Within SPSS, descriptive and inferential statistics were used to examine the relationships between off-site construction methods and safety issues, while Cronbach’s alpha was used to measure the validity of the findings. Based on the findings of the study, significant safety benefits of off-site construction methods of design for manufacture and assembly and lean techniques were identified. The benefits relate to the elimination of safety hazards including lack of personal protective equipment, work at height, poor work methods, poor house-keeping and lack of training and experience. Furthermore, the research findings indicated that implementing design for manufacture and assembly and lean practices limits direct costs of accidents, including costs expended on wages and medical bills. The positive outcomes of applying design for manufacture and assembly and lean techniques include better project management and working conditions, improved quality, minimised construction waste, and increased productivity. Factors impeding application of design for manufacture and assembly and lean techniques within contracting organisations include lack of stakeholder collaboration, a conservative mind-set towards traditional construction, lack of preferential policies and expensive logistics. These challenges can be addressed by promoting awareness of off-site construction methods, capacity-building, establishing a robust local supply chain and the involvement of government in creating an enabling political and legal environment, among others. Based on the research, an integrated conceptual model of off-site construction was developed for using off-site construction to control hazards and direct costs of accidents to protect people and profits in construction. In essence, the model can be used to identify design for manufacture and assembly and lean practices applicable in off-site construction projects to control potential safety hazards and risks. Identification and application of appropriate design for manufacture and assembly and lean practices, while addressing safety challenges, would result in the elimination of safety hazards and direct costs associated with the occurrence of accidents. Consequently, prevention of accidents would ensure the safety and health of people in construction, while the reduction of direct costs of accidents would improve the profitability margins of contracting organisations. Based on the study, recommendations are made for wider adoption of off-site construction as a modern construction method, and application of design for manufacture and assembly and lean techniques in off-site construction as strategic, industry and national, initiatives for improving safety in the construction industry. , Thesis (DPhil) -- Faculty ofEngineering, the Built Environment, and Technology, School of Built Environment and Civil Engineering, 2024
- Full Text:
- Date Issued: 2024-04
A skills development framework for the built environment
- Authors: Sibanda, Cynthia , Els, Deon
- Date: 2024-04
- Subjects: Construction industry -- Management -- Study and teaching (Higher) -- South Africa , Employees -- Training of -- South Africa , Occupational training -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64808 , vital:73916
- Description: The built environment is one of the largest sources of employment and makes a significant contribution to the gross domestic product of many countries around the world. The built environment is a significant contributor to socio-economic development in every nation irrespective of the geographical difference between countries. Therefore, it is imperative that new graduates of the built environment identify key indicators of competitiveness in order to survive and ensure their success in a constantly changing market. The study was conducted by means of a review of the related literature and by conducting an empirical study. The empirical study was conducted using a quantitative statistical approach by distributing research questionnaires to members falling within the sample population. The primary objective of the study was to develop a performance framework for perceived success of skills development within the built environment. A descriptive survey was conducted among past and present Infrastructure Skills Development Grant programme graduates from the following built environment disciplines: Electrical Engineering, Construction Project Management, Architectures, Town and Regional Planners, Environmental Scientists, Chemical Scientists, Quantity Surveyors and Civil Engineering as well as past built-environment graduates of Nelson Mandela University (NMU) in South Africa. The findings of the study suggested that the following variables had a positive influence on the perceived success of skills development within the built environment: Education; Transformational Decolonisation in Education; Accelerated Advanced Training; Emotional Intelligence; Self-Empowerment Skills; Research; Corporate Governance; Transformation in the industry and Project Management. In addition, the following variables in the empirical framework were identified as having an effect on the perceived success of skills development within the built environment: Education; Transformational Decolonisation in Education; Accelerated Advanced Training; Emotional Intelligence; Self-Empowerment Skills; Research; Corporate Governance; Transformation in the industry and Project Management. , Thesis (MSc) -- Faculty of Engineering, the Built Environment, and Technology, School of Built Environment and Civil Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Sibanda, Cynthia , Els, Deon
- Date: 2024-04
- Subjects: Construction industry -- Management -- Study and teaching (Higher) -- South Africa , Employees -- Training of -- South Africa , Occupational training -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64808 , vital:73916
- Description: The built environment is one of the largest sources of employment and makes a significant contribution to the gross domestic product of many countries around the world. The built environment is a significant contributor to socio-economic development in every nation irrespective of the geographical difference between countries. Therefore, it is imperative that new graduates of the built environment identify key indicators of competitiveness in order to survive and ensure their success in a constantly changing market. The study was conducted by means of a review of the related literature and by conducting an empirical study. The empirical study was conducted using a quantitative statistical approach by distributing research questionnaires to members falling within the sample population. The primary objective of the study was to develop a performance framework for perceived success of skills development within the built environment. A descriptive survey was conducted among past and present Infrastructure Skills Development Grant programme graduates from the following built environment disciplines: Electrical Engineering, Construction Project Management, Architectures, Town and Regional Planners, Environmental Scientists, Chemical Scientists, Quantity Surveyors and Civil Engineering as well as past built-environment graduates of Nelson Mandela University (NMU) in South Africa. The findings of the study suggested that the following variables had a positive influence on the perceived success of skills development within the built environment: Education; Transformational Decolonisation in Education; Accelerated Advanced Training; Emotional Intelligence; Self-Empowerment Skills; Research; Corporate Governance; Transformation in the industry and Project Management. In addition, the following variables in the empirical framework were identified as having an effect on the perceived success of skills development within the built environment: Education; Transformational Decolonisation in Education; Accelerated Advanced Training; Emotional Intelligence; Self-Empowerment Skills; Research; Corporate Governance; Transformation in the industry and Project Management. , Thesis (MSc) -- Faculty of Engineering, the Built Environment, and Technology, School of Built Environment and Civil Engineering, 2024
- Full Text:
- Date Issued: 2024-04
Numerical modelling of power law constants established through impression and micro-Uniaxial creep methods for service exposed A234WPB steel
- Authors: Tembo, Blessed
- Date: 2024-04
- Subjects: Number theory , Numerical analysis , Mechanical engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64852 , vital:73931
- Description: Continuous monitoring of creep life in materials operating at high temperatures and pressures is imperative to prevent catastrophic failures and ensure timely replacement of worn-out components in industrial plants. Small-scale creep testing methodologies offer a valuable means of assessing material creep life while preserving structural integrity. Motivated by the need for reliable methods in creep life assessment, this study aimed to investigate the creep properties of A234WPB material subjected to service conditions using Impression creep and micro-uniaxial creep testing techniques. The research questions focused on establishing power law constants through small-scale creep testing, validating these constants using numerical modelling, and assessing their practical implementation in predicting material creep life. Samples extracted from service-exposed A234WPB steel alloy underwent step-load impression creep tests and step-temperature micro-uniaxial creep tests to derive the power law creep equation. The determined stress exponent of 3.967 indicated that dislocation creep was the dominant creep-controlling mechanism at 520 °C. A numerical model, utilizing the established power law constants, demonstrated a strong correlation with experimental findings in steady-state creep rates. Furthermore, the conventional Monkman-Grant approach was employed to predict the remaining life of the service-exposed material using impression creep data. The predicted remaining life aligned with the scatter band of uniaxial rupture life on a Larson-Miller plot, highlighting the practical utility of impression creep and micro-uniaxial creep testing techniques in assessing creep life. This study contributes to the advancement of small-scale creep testing methods and underscores their potential for practical implementation in industrial settings, thereby enhancing the reliability and safety of high-temperature and high-pressure operations. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Tembo, Blessed
- Date: 2024-04
- Subjects: Number theory , Numerical analysis , Mechanical engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64852 , vital:73931
- Description: Continuous monitoring of creep life in materials operating at high temperatures and pressures is imperative to prevent catastrophic failures and ensure timely replacement of worn-out components in industrial plants. Small-scale creep testing methodologies offer a valuable means of assessing material creep life while preserving structural integrity. Motivated by the need for reliable methods in creep life assessment, this study aimed to investigate the creep properties of A234WPB material subjected to service conditions using Impression creep and micro-uniaxial creep testing techniques. The research questions focused on establishing power law constants through small-scale creep testing, validating these constants using numerical modelling, and assessing their practical implementation in predicting material creep life. Samples extracted from service-exposed A234WPB steel alloy underwent step-load impression creep tests and step-temperature micro-uniaxial creep tests to derive the power law creep equation. The determined stress exponent of 3.967 indicated that dislocation creep was the dominant creep-controlling mechanism at 520 °C. A numerical model, utilizing the established power law constants, demonstrated a strong correlation with experimental findings in steady-state creep rates. Furthermore, the conventional Monkman-Grant approach was employed to predict the remaining life of the service-exposed material using impression creep data. The predicted remaining life aligned with the scatter band of uniaxial rupture life on a Larson-Miller plot, highlighting the practical utility of impression creep and micro-uniaxial creep testing techniques in assessing creep life. This study contributes to the advancement of small-scale creep testing methods and underscores their potential for practical implementation in industrial settings, thereby enhancing the reliability and safety of high-temperature and high-pressure operations. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
Supporting competitive robot game mission planning using machine learning
- Authors: Strydom, Elton
- Date: 2024-04
- Subjects: Machine learning , High performance computing , Robotics , LEGO Mindstorms toys Computer programming
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64841 , vital:73929
- Description: This dissertation presents a study aimed at supporting the strategic planning and execution of missions in competitive robot games, particularly in the FIRST LEGO® League (FLL), through the use of machine learning techniques. The primary objective is to formulate guidelines for evaluating mission strategies using machine learning techniques within the FLL landscape, thereby supporting participants in the mission strategy design journey within the FLL robot game. The research methodology encompasses a literature review, focusing on the current practices in the FLL mission strategy design process. This is followed by a literature review of machine learning techniques on a broad level pivoting towards evolutionary algorithms. The study then delves into the specifics of genetic algorithms, exploring their suitability and potential advantages for mission strategy evaluation in competitive robotic environments within the FLL robot game. A significant portion of the research involves the development and testing of a prototype system that applies a genetic algorithm to simulate and evaluate different mission strategies, providing a practical tool for FLL teams. During the development of the evaluation prototype, guidelines were formulated aligning with the primary research objective which is to formulate guidelines for evaluating mission strategies in robot games using machine learning techniques. Key findings of this study highlight the effectiveness of genetic algorithms in identifying optimal mission strategies. The prototype demonstrates the feasibility of using machine learning to provide real-time, feedback to participating teams, enabling more informed decision-making in the formulation of mission strategies. , Thesis (MIT) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Strydom, Elton
- Date: 2024-04
- Subjects: Machine learning , High performance computing , Robotics , LEGO Mindstorms toys Computer programming
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64841 , vital:73929
- Description: This dissertation presents a study aimed at supporting the strategic planning and execution of missions in competitive robot games, particularly in the FIRST LEGO® League (FLL), through the use of machine learning techniques. The primary objective is to formulate guidelines for evaluating mission strategies using machine learning techniques within the FLL landscape, thereby supporting participants in the mission strategy design journey within the FLL robot game. The research methodology encompasses a literature review, focusing on the current practices in the FLL mission strategy design process. This is followed by a literature review of machine learning techniques on a broad level pivoting towards evolutionary algorithms. The study then delves into the specifics of genetic algorithms, exploring their suitability and potential advantages for mission strategy evaluation in competitive robotic environments within the FLL robot game. A significant portion of the research involves the development and testing of a prototype system that applies a genetic algorithm to simulate and evaluate different mission strategies, providing a practical tool for FLL teams. During the development of the evaluation prototype, guidelines were formulated aligning with the primary research objective which is to formulate guidelines for evaluating mission strategies in robot games using machine learning techniques. Key findings of this study highlight the effectiveness of genetic algorithms in identifying optimal mission strategies. The prototype demonstrates the feasibility of using machine learning to provide real-time, feedback to participating teams, enabling more informed decision-making in the formulation of mission strategies. , Thesis (MIT) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2024-04
Quantify the shift in critical strain energy density for a dynamic loaded S355J2 weld section by small punch testing
- Authors: Snyman, Ross
- Date: 2024-04
- Subjects: Materials -- Testing , Materials -- Microscopy , Mechanical engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64830 , vital:73927
- Description: The potential of using “critical strain energy density” as an indicator to detect material degradation on fatigue-loaded components, where the stress amplitude was gradually increased, was investigated by applying the small punch test methodology. Small punch discs were extracted from four fatigue specimens. Discs were extracted from two zones within the fatigue specimens: the heat-affected zone of a shield metal arc welded butt joint, as well as from parent metal plate area. Each fatigue specimen having been exposed to a different stress amplitude but equal number of fatigue cycles of 20 million. This allowed the development of a Small Punch Test results database, permitting the calculation of material properties by using a Finite Element Analysis inverse method. Critical strain energy values did not reveal any conclusive shift or correlation for discs extracted from the HAZ. This is mainly attributed to variance in the grain structure for HAZ samples. For discs extracted from parent metal, a decreasing trend in strain energy density value was noted in relation to an increase in the fatigue test stress amplitude. This observed change was a clear indication of the potential for using “Strain Energy Density”, as extracted from this test methodology, as a ranking tool for quantifying the extent of degradation of in-service components. The application of this study demonstrated the ability to monitor and predict material degradation for a given stress range over the expected life of a cyclically loaded component utilizing strain energy density results. This is useful, particularly in heavy industries where structures and large-scale components are used beyond their original design life. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Snyman, Ross
- Date: 2024-04
- Subjects: Materials -- Testing , Materials -- Microscopy , Mechanical engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64830 , vital:73927
- Description: The potential of using “critical strain energy density” as an indicator to detect material degradation on fatigue-loaded components, where the stress amplitude was gradually increased, was investigated by applying the small punch test methodology. Small punch discs were extracted from four fatigue specimens. Discs were extracted from two zones within the fatigue specimens: the heat-affected zone of a shield metal arc welded butt joint, as well as from parent metal plate area. Each fatigue specimen having been exposed to a different stress amplitude but equal number of fatigue cycles of 20 million. This allowed the development of a Small Punch Test results database, permitting the calculation of material properties by using a Finite Element Analysis inverse method. Critical strain energy values did not reveal any conclusive shift or correlation for discs extracted from the HAZ. This is mainly attributed to variance in the grain structure for HAZ samples. For discs extracted from parent metal, a decreasing trend in strain energy density value was noted in relation to an increase in the fatigue test stress amplitude. This observed change was a clear indication of the potential for using “Strain Energy Density”, as extracted from this test methodology, as a ranking tool for quantifying the extent of degradation of in-service components. The application of this study demonstrated the ability to monitor and predict material degradation for a given stress range over the expected life of a cyclically loaded component utilizing strain energy density results. This is useful, particularly in heavy industries where structures and large-scale components are used beyond their original design life. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
- Full Text:
- Date Issued: 2024-04
The determinants of foreign direct investment inflows into South Africa
- Authors: Campher, Renate
- Date: 2024-04
- Subjects: Investments, Foreign -- South Africa , Economic development -- South Africa , South Africa -- Foreign economic relations
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64907 , vital:73958
- Description: Through mechanisms such as knowledge transfer and productivity spillovers, foreign direct investment (FDI) is viewed as a critical driver of growth in developing economies. The flow of FDI into a country can benefit both the investing entity and the host government. This study employed ordinary least square (OLS) regression to examine the factors that determine FDI in South Africa using time series data from 1996 to 2021. The results demonstrate that gross domestic product (GDP), institutional quality, trade openness, the regulatory environment, and the real effective exchange rate (REER) all have positive effects on FDI flows into South Africa. To sustain and promote FDI inflows, the government of South Africa must ensure that the country remains attractive for investment by better promoting good governance, creating jobs to increase growth, maintaining free and fair elections in 2024, forging alliances with trading partners outside of Africa, speeding up all policy processes that may hinder the inflow of FDI, and decreasing government debt. , Thesis (MPhil) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism, 2024
- Full Text:
- Date Issued: 2024-04
- Authors: Campher, Renate
- Date: 2024-04
- Subjects: Investments, Foreign -- South Africa , Economic development -- South Africa , South Africa -- Foreign economic relations
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64907 , vital:73958
- Description: Through mechanisms such as knowledge transfer and productivity spillovers, foreign direct investment (FDI) is viewed as a critical driver of growth in developing economies. The flow of FDI into a country can benefit both the investing entity and the host government. This study employed ordinary least square (OLS) regression to examine the factors that determine FDI in South Africa using time series data from 1996 to 2021. The results demonstrate that gross domestic product (GDP), institutional quality, trade openness, the regulatory environment, and the real effective exchange rate (REER) all have positive effects on FDI flows into South Africa. To sustain and promote FDI inflows, the government of South Africa must ensure that the country remains attractive for investment by better promoting good governance, creating jobs to increase growth, maintaining free and fair elections in 2024, forging alliances with trading partners outside of Africa, speeding up all policy processes that may hinder the inflow of FDI, and decreasing government debt. , Thesis (MPhil) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism, 2024
- Full Text:
- Date Issued: 2024-04